Abstract is missing.
- A Vector-Contraction Inequality for Rademacher ComplexitiesAndreas Maurer. 3-17 [doi]
- Localization of VC Classes: Beyond Local Rademacher ComplexitiesNikita Zhivotovskiy, Steve Hanneke. 18-33 [doi]
- Labeled Compression Schemes for Extremal ClassesShay Moran, Manfred K. Warmuth. 34-49 [doi]
- On Version Space CompressionShai Ben-David, Ruth Urner. 50-64 [doi]
- Learning with RejectionCorinna Cortes, Giulia DeSalvo, Mehryar Mohri. 67-82 [doi]
- Sparse Learning for Large-Scale and High-Dimensional Data: A Randomized Convex-Concave Optimization ApproachLijun Zhang 0005, Tianbao Yang, Rong Jin, Zhi-Hua Zhou. 83-97 [doi]
- On the Evolution of Monotone Conjunctions: Drilling for Best ApproximationsDimitrios I. Diochnos. 98-112 [doi]
- Exact Learning of Juntas from Membership QueriesNader H. Bshouty, Areej Costa. 115-129 [doi]
- Submodular Learning and Covering with Response-Dependent CostsSivan Sabato. 130-144 [doi]
- Classifying the Arithmetical Complexity of Teaching ModelsAchilles Beros, Ziyuan Gao, Sandra Zilles. 145-160 [doi]
- Learning Finite Variants of Single Languages from InformantKlaus Ambos-Spies. 163-173 [doi]
- Intrinsic Complexity of Partial LearningSanjay Jain, Efim B. Kinber. 174-188 [doi]
- Learning Pattern Languages over GroupsRupert Hölzl, Sanjay Jain, Frank Stephan. 189-203 [doi]
- The Maximum Cosine Framework for Deriving Perceptron Based Linear ClassifiersNader H. Bshouty, Catherine A. Haddad-Zaknoon. 207-222 [doi]
- Structural Online LearningMehryar Mohri, Scott Yang. 223-237 [doi]
- An Upper Bound for Aggregating Algorithm for Regression with Changing DependenciesYuri Kalnishkan. 238-252 [doi]
- Things Bayes Can't DoDaniil Ryabko. 253-260 [doi]
- On Minimaxity of Follow the Leader Strategy in the Stochastic SettingWojciech Kotlowski. 261-275 [doi]
- A Combinatorial Metrical Task System Problem Under the Uniform MetricTakumi Nakazono, Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto. 276-287 [doi]
- Competitive Portfolio Selection Using Stochastic PredictionsTugkan Batu, Pongphat Taptagaporn. 288-302 [doi]
- Q(λ) with Off-Policy CorrectionsAnna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Rémi Munos. 305-320 [doi]
- On the Prior Sensitivity of Thompson SamplingChe-Yu Liu, Lihong Li. 321-336 [doi]
- Finding Meaningful Cluster Structure Amidst Background NoiseShrinu Kushagra, Samira Samadi, Shai Ben-David. 339-354 [doi]
- A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in NetworksEmilie Kaufmann, Thomas Bonald, Marc Lelarge. 355-370 [doi]